DeepPavlov - An open source library for deep learning end-to-end dialog systems and chatbots.

•    Python

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Import key components to build HelloBot. Create skills as pre-defined responses for a user's input containing specific keywords. Every skill returns response and confidence.

bot nlp chatbot dialogue-systems question-answering chitchat slot-filling intent-classification entity-extraction named-entity-recognition keras tensorflow deep-learning deep-neural-networks intent-detection dialogue-agents dialogue-manager

spark-nlp - Natural Language Understanding Library for Apache Spark.

•    Jupyter

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John Snow Labs Spark-NLP is a natural language processing library built on top of Apache Spark ML. It provides simple, performant & accurate NLP annotations for machine learning pipelines, that scale easily in a distributed environment. This library has been uploaded to the spark-packages repository https://spark-packages.org/package/JohnSnowLabs/spark-nlp .

nlp nlu natural-language-processing natural-language-understanding spark spark-ml pyspark machine-learning named-entity-recognition sentiment-analysis lemmatizer spell-checker tokenizer entity-extraction stemmer part-of-speech-tagger annotation-framework

WebCrawler and Entity Extraction using Fetch and process frame work

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Web Crawler using Fetch And Process Framework. Yes , it does processing of robots.txt

entity-extraction html-crawl web-crawl

innatis - A Rasa NLU component library

•    Python

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This is a library of custom Rasa NLU components that we (CarLabs) are building. Viribus Innatis means "innate abilities" in Latin. It's a joke...

rasa-nlu rasa nlp nlp-machine-learning nlu universal-sentence-encoder natural-language-processing natural-language-understanding document-embeddings entity-extraction bert bert-model